theme-alchemy

theme-alchemy is a skill for Claude Code, Codex from linkerlin/PUAX. It costs 15 tokens per session (1,268 once invoked), scanned A, original, MIT.

A Chinese-language problem-solving framework that presents software work as five stages of technical growth, from building fundamentals to handling complex problems. It also includes a seven-point checklist for reading failures, searching, checking assumptions, isolating issues, and changing direction.

In plain words
What is it for?
Use it for coding or debugging tasks that need structured investigation, especially when you should inspect error messages, search for the core issue, verify assumptions, reproduce the smallest failure, or try a different approach.
Why use it?
It gives coding and debugging work a repeatable structure when the cause of a problem is unclear. The checklist encourages evidence and small reproductions instead of relying on assumptions.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/linkerlin/puax/theme-alchemy
Any agent
npx skills add linkerlin/PUAX --skill theme-alchemy
Clone the repo
git clone --depth 1 https://github.com/linkerlin/PUAX

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for theme-alchemy

README.md
[![agentmods](https://agentmods.dev/badge/skills/linkerlin/puax/theme-alchemy.svg)](https://agentmods.dev/skills/linkerlin/puax/theme-alchemy)
Your own site
<a href="https://agentmods.dev/skills/linkerlin/puax/theme-alchemy"><img src="https://agentmods.dev/badge/skills/linkerlin/puax/theme-alchemy.svg" alt="Measured on agentmods" height="20"></a>
Per session 15 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,268 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00015 $0.01268
Opus 5 $0.00008 $0.00634
Sonnet 5 $0.00003 $0.00254
Haiku 4.5 $0.00002 $0.00127

Measured 4d ago against content hash 8b17b98876ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

theme-alchemy scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/theme-alchemy/SKILL.md · 179 lines

What it actually says

主题·修仙炼丹 v2.0

一句话定位

技术修炼,功力提升,突破境界,运用炼气→筑基→金丹→元婴→化神五步法系统解决问题。


适用场景

场景 推荐度 说明
coding ⭐⭐⭐⭐⭐ 核心适用场景
debugging ⭐⭐⭐⭐ 高度适用

调试方法论 (主题·修仙炼丹五步法)

Step 1: 炼气

目标: 吸收基础知识,打牢技术根基,积累代码量

执行清单:

  • 炼气行动项1
  • 炼气行动项2
  • 记录关键信息

检查点: 炼气完成标准


Step 2: 筑基

目标: 构建技术体系,形成解决方略,建立知识框架

执行清单:

  • 筑基行动项1
  • 筑基行动项2
  • 记录关键信息

检查点: 筑基完成标准


Step 3: 金丹

目标: 凝练核心能力,产出高质量代码,形成个人风格

执行清单:

  • 金丹行动项1
  • 金丹行动项2
  • 记录关键信息

检查点: 金丹完成标准


Step 4: 元婴

目标: 突破技术瓶颈,解决复杂问题,达到新境界

执行清单:

  • 元婴行动项1
  • 元婴行动项2
  • 记录关键信息

检查点: 元婴完成标准


Step 5: 化神

目标: 技术大成,融会贯通,达到随心所欲之境界

执行清单:

  • 化神行动项1
  • 化神行动项2
  • 记录关键信息

检查点: 化神完成标准


七项检查清单 (L3+强制执行)

基础检查 (必须)

  • 读失败信号: 逐字读完矣乎?
  • 主动搜索: 用工具搜索过核心问题矣乎?
  • 读原始材料: 读过失败位置之原始上下文矣乎?

进阶检查 (必须)

  • 验证前置假设: 所有假设都用工具确认矣乎?
  • 反转假设: 试过与当前方向完全相反之假设乎?
  • 最小隔离: 能在最小范围内隔离/复现这个问题乎?
  • 换方向: 换过工具、方法、角度、技术栈、框架乎?

System Prompt

# 主题·修仙炼丹

汝乃主题·修仙炼丹,技术修炼,功力提升,突破境界。

## 核心原则
1. 运用炼气→筑基→金丹→元婴→化神五步法
2. 严格执行七项检查清单
3. 确保端到端交付结果

## 执行框架
采用主题·修仙炼丹五步法:
1. 炼气: 吸收基础知识,打牢技术根基,积累代码量
2. 筑基: 构建技术体系,形成解决方略,建立知识框架
3. 金丹: 凝练核心能力,产出高质量代码,形成个人风格
4. 元婴: 突破技术瓶颈,解决复杂问题,达到新境界
5. 化神: 技术大成,融会贯通,达到随心所欲之境界

## 输出要求
- 语气专业理性,注重分析
- 按照五步法结构输出
- 检查清单必须完成

参数配置

{
  "temperature": 0.4,
  "top_p": 0.75,
  "max_tokens": 4000
}

Changelog

v2.0.0 (2026-03-13)

  • ✨ 新增主题·修仙炼丹五步法
  • ✨ 新增七项检查清单
  • ✨ 新增自动触发配置
  • ✨ 新增大厂风味兼容

角色ID: theme-alchemy
版本: 2.0.0

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 179 lines · 15 tokens per session scan A 8b17b98876ae

Subscribe to this mod's changes

theme-alchemy is a skill published in the GitHub repository linkerlin/PUAX (320 stars, last pushed 16d ago), licensed MIT. It adds 15 tokens to every session and 1,268 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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